Table 1.
θge | Case-Control Method | Case-Only Method | Bayes Model Averaging Method | |||
MSE | Bias | MSE | Bias | MSE | Bias | |
0 | 0.023 | 0.003 | 0.012 | 0.004 | 0.015 | 0.003 |
0.1 | 0.021 | 0.001 | 0.020 | 0.100 | 0.018 | 0.037 |
0.2 | 0.023 | 0.002 | 0.049 | 0.195 | 0.027 | 0.039 |
0.3 | 0.020 | 0.001 | 0.099 | 0.297 | 0.027 | 0.026 |
0.4 | 0.023 | 0.001 | 0.169 | 0.398 | 0.026 | 0.009 |
0.5 | 0.020 | 0.003 | 0.261 | 0.501 | 0.020 | 0.004 |
Abbreviation: MSE, mean squared error.
The odds ratio for the interaction effect was 1.0. The prior weight in the Bayes model averaging approach was set to W = 1:1, with a sample size of 2,000 cases and 2,000 controls in the simulation.